What is the probability that a randomly chosen whole number is square free?
First, we need to understand what we
mean by a square free number. It essentially means that a whole number is not divisible
by the square of a prime number.
Let’s take the example of 30. From
fundamental theorem of arithmetic, we can write it uniquely in terms of prime
numbers as
30= 2 × 3 × 5
Since none of the prime numbers are repeated, 30 is square free.
Now suppose we look at number 12.
12= 2 × 2 × 3
In this case the prime number 2 is
repeated and hence 12 is not square free.
The question we have posed in this blog is -what is the probability that a randomly chosen whole number is square free is not very precise.
The reason being that we know there
are an infinitely many primes and there is no associated probability
distribution. So, for our discussion we will assume that we are talking about a
finite set of whole numbers say a million and ask the question what proportion
of those are square free. In a more general sense, we can take a big number x and
we can ask as we let x tend to infinity what proportion of whole numbers are
square free.
We will look at a
heuristic proof since a rigorous proof which exists and that will please the
serious mathematicians will involve math which we do not want to get into in
this blog.
Now if ask the question, what is the
probability that a whole number is divisible by 22 (square of a prime number)?
Then it is just 1/22
Then the probability,
that a whole number is not
divisible by 22 is just
Similarly, for 32 and so on for other primes.
Assuming that the primes are
independent and finite (we know that this is not strictly correct- remember it
is a heuristic proof), it follows from Chinese remainder theorem that we can
write the probability that the whole number is not divisible by any of the
square of the primes as a product
This we can write as
But we know from our
article on Basel problem earlier in the blog that
But since
We have
This is truly a remarkably beautiful result. What is square of π doing here which is not in context of geometry where we normally
encounter it? This has led mathematicians to ask the more fundamental questions
in number theory about how often polynomials can take square free value and is
an active area of research.
Reference:
Prof Matt Baker"s Blog article Probability, Primes and Pi, March 2016
All inaccuracies in the article are mine.
Reference:
Prof Matt Baker"s Blog article Probability, Primes and Pi, March 2016
All inaccuracies in the article are mine.
Very detailed, loved it
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